compound-engineering
Captures reusable agent context after a pull request's reviewer agents have approved.
Skill by klemie
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/klemie-compound-engineering
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Use cases: writing, agent-building
Reviews
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Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
- Runs as
- Node.js package
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/compound-engineering
What's inside
- Skill name
compound-engineering- Description
- Captures reusable agent context after a pull request's reviewer agents have approved. Use after reviewer-agent checks approve a PR, at the end of pull request review, or when the user asks to compound engineering or save a session learning for the next agent. Defaults to skip. May propose one generic agents-file, rule, or skill draft, posts it as a pull-request comment for reviewers to improve or disprove, and waits for confirmation before writing.
- License
- MIT
- Instructions
- 126 lines in SKILL.md · view on GitHub
Before installing
- Ships executable scripts
Agent Skills spec issues
- files: referenced but missing: references/composition.md
Files (5)
- SKILL.md
- decision-engine.md · references/
- genericness.md · references/
- pr-comment.md · references/
- compound-engineering-stop.mjs · scripts/
SKILL.md (first lines)
# Compound engineering (post-approval)
A **workflow** that asks whether this pull request taught the next agent anything durable. It is not a CI job. CI cannot judge whether a sentence would restrict the next agent on a different problem.
**Default is skip.** Most pull requests produce nothing. When something is worth keeping, propose **one** destination and wait for confirmation. Never write first.
**Propose in the open.** A keep is a top-level pull-request comment before any write, so reviewers can improve or disprove it. The comment is not a review: no approve, no request changes.
Do **not** run this when a pull request is opened. Reviewer comments are the evidence. Do not add this skill as a phase of `implement-agent-task` or any "open a pull request" workflow.
```mermaid
flowchart TD
subgraph start [Start]
stopHook[Stop hook]
invoke[User invokes this skill]
stopHook --> skill[compound-engineering]
invoke --> skill
end
subgraph approvalGate [Approval gate]
skill --> findPr[Identify the PR]
findPr --> agentsOk{Agent reviewers approved?}
agentsOk -->|no| pending[Say what is still pending]
pending --> skipNode[Write nothing]
end
subgraph decide [Evidence and decide]
agentsOk -->|yes| evidence[Collect session plus review evidence]
evidence --> keepAll{All four keep tests pass?}
keepAll -->|no| skipNode
end
subgraph persist [Propose in the open then write]
keepAll -->|yes| oneDest[Pick one destination]
oneDest --> draft[Draft generic text]
draft --> comment[Post proposal as PR comment]
comment --> feedback[Reviewers improve or disprove]
feedback --> confirm[Confirm with grill-me]
confirm -->|yes| writeNode[Smallest edit in its own PR]
confirm -->|no| skipNode
end
```
## When to run
- Reviewer-agent checks on the pull request have succeeded. The default marker in the hook is a check **name** containing `Cursor Approval Agent`. If this repo's reviewers publish a different name, use that name in both the hook and Phase 1. Match `name`, not `context`.
- A review bot that left a review, if one exists, approved rather than requested changes.
- The user asks to compound engineering, save a learning, or update an agents file, a rule, or a skill after review.
## When not to run
- The pull request just opened, or reviews are still pending or requesting changes.
- A human code owner has not approved. That is **not** this gate. Owner approval often waits on a person.
- The lesson is the change itself: one bug, one file, one acceptance criterion.
## Project hook
This package ships `.cursor/hooks.json` and `skills/compound-engineering/scripts/compound-engineering-stop.mjs`. Copy both into a repo that should offer the skill after reviewer agents approve. The script only decides whether to nudge. **Policy lives in this skill.** The hook fails open: missing `gh`, no pull request, bad JSON, or an unevaluable check prints `{}`. After a follow-up, load this skill and start at Phase 1. Do not skip the gate.
The hook offers at most once per pull-request head (`loop_limit: 1` plus a marker file).
## Phase 1 — Approval gate
Identify the pull request from an argument, the current branch, or a URL. Read it with `gh pr view --json number,url,title,reviews,statusCheckRollup`.
Before hard-coding a check name, list real checks:
```bash
gh pr view <number> --repo <org>/<repo> --json statusCheckRollup \
--jq '(.statusCheckRollup // [])[] | {name, context, conclusion, state, status}'
```
**Eligible only if:**
1. Every reviewer-agent check you care about is success, and none of those checks are pending or failing. If the repo has no such checks, the hook stays quiet. A manual invoke may continue only after the user confirms the reviewers they care about have approved.
2. Any review-bot review that exists is `APPROVED`, not `CHANGES_REQUESTED`.
3. Do **not** require a human code-owner approval.
If the gate fails: stop. List what is still pending. Write nothing.
## Phase 2 — Collect evidence
From this session and the pull request (diff summary, review threads, reviewer-agent comments):
- Commands, paths, or docs the agent had to discover that the agents file, rules, or skills did not mention.
- Conventions reviewers insisted on.
- Guardrails that would have prevented a class of mistakes, not this one line.
Ignore the feature design, ticket ids, and what this pull request changed.
## Phase 3 — Decision engine
Follow `references/decision-engine.md` in this skill's `get_skill` response. Default outcome is **skip**. If skip: say so in one or two sentences and stop. Do not invent a small write to look useful.
## Phase 4 — One destination, generic draft
If keep: pick **exactly one** destination. Draft the exact markdown. Follow `references/genericness.md`. If the draft names a ticket, one function, or "always do it this way," rewrite it or skip.
## Phase 5 — Post the proposal on the pull request
On a **keep**, post one top-level comment. Follow `references/pr-comment.md`. On a **skip**, post nothing. If a comment already exists for this head, reply in that thread.
Use `gh pr comment`. Do not submit an Approve or Request Changes review.
## Phase 6 — Confirm
Call `get_skill("grill-me")`. One question. If the keep is borderline, the recommendation is skip. Include do-nothing.
Reviewer replies on the comment outrank the engine. Disputed items are dropped. Reworded items use the reviewer's words. Write only after an explicit yes.
## Phase 7 — Write
Smallest addition. Its **own** pull request. Do not push context onto the branch already under review unless the author asks.
- **Agents file** or an always-on rule: do not restructure the file.
- **New skill:** call `get_skill("create-skill")` and follow `references/composition.md`. Shared workflows go in this catalog. Repo-only workflows stay in that repo.
## ReferencesFrom klemie/agent-toolkit, MIT.
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Signals
- Stars
- 0
- Forks
- 16
- Open issues
- 0
- Last commit (this folder)
- Sep 28, 2026 (1 month ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/klemie/agent-toolkit
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from klemie
- 0.570score
help
klemie
Router map for this toolkit.
SkillAFreshness: AClaude Code +9 - 0.565score
grill-me
klemie
Universal interaction principle for gathering requirements, navigating decisions, and processing feedback.
SkillAFreshness: AClaude Code +9 - 0.534score
multi-agent-review
klemie
Trigger 3 parallel subagent to review the current work.
SkillAFreshness: AClaude Code +9 - 0.528score
create-skill
klemie
How to add a skill to this router catalog.
SkillBFreshness: BClaude Code +9 - 0.524score
implement-agent-task
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Execute one agent-ready task derived from a PRD.
SkillBFreshness: BClaude Code +9 - 0.523score
clarify-prd
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Workflow to interrogate a vague product idea until it is spec-ready.
SkillBFreshness: BClaude Code +9
Cite this page
compound-engineering skill. Agent Mart. https://agentmart.dev/skills/klemie-compound-engineering (last updated 2026-10-24)